{"id":"W3112755439","doi":"10.1117/12.2561958","title":"Design of a precision calibration unit for Keck NIRC2 AO instrument","year":2020,"lang":"en","type":"article","venue":"","topic":"Optical Systems and Laser Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Calibration; Optics; Computer science; Remote sensing; Physics; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003808037,0.00004652828,0.00009343961,0.00001803011,0.000008490143,0.000005621491,0.0000554192,0.00006262414,0.00005382983],"category_scores_gemma":[0.00002078694,0.00003856155,0.0000173365,0.00007956914,0.00000670701,0.00004423827,0.00001158726,0.00003068362,0.000006356852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007029985,"about_ca_system_score_gemma":0.000004342716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005587929,"about_ca_topic_score_gemma":0.000001365994,"domain_scores_codex":[0.9996725,0.000005743734,0.0001396077,0.00006315565,0.00004468742,0.0000742502],"domain_scores_gemma":[0.9998456,0.00003529109,0.00001090519,0.00006306067,0.00001316595,0.00003192966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001828697,0.0001000651,0.0007878522,0.001021124,0.0001681658,0.000002669796,0.0007841898,0.3362868,0.4585486,0.09850142,0.01912062,0.08449571],"study_design_scores_gemma":[0.00027245,0.0002129278,0.00003476227,0.0000111866,0.000005482472,3.818708e-7,0.00004293308,0.8939205,0.09939029,0.0004524591,0.005596653,0.0000599922],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05515431,0.00002330557,0.9432056,0.000341603,0.00004755136,0.0003278529,0.000003025178,0.000225983,0.0006707544],"genre_scores_gemma":[0.9818701,0.000004215572,0.01799603,0.00003229385,0.00001848177,0.00002254348,0.000002687911,0.000009442183,0.00004419321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9267158,"threshold_uncertainty_score":0.1572495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04097742941238538,"score_gpt":0.2219612395551688,"score_spread":0.1809838101427834,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}